user
Instruction:Suggest one action to improve the performance of a given algorithm.

Input: k-Means Clustering


assistant
To improve the performance of k-Means Clustering, one could try different clustering algorithms such as introduction of fuzzy clustering or hierarchical clustering in combination with k-means clustering.